Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add danicat/speedgrapher --skill publishgit clone --depth 1 https://github.com/danicat/speedgrapherWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/danicat/speedgrapher/publish)<a href="https://agentmods.dev/skills/danicat/speedgrapher/publish"><img src="https://agentmods.dev/badge/skills/danicat/speedgrapher/publish/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/danicat/speedgrapher/publish"><img src="https://agentmods.dev/badge/skills/danicat/speedgrapher/publish.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00138 | $0.04110 |
| Opus 5.5 | $0.00055 | $0.01644 |
| Sonnet 5.5 | $0.00028 | $0.00822 |
| Haiku 4.5 | $0.00014 | $0.00411 |
Grade A, and why
publish scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 193 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Publish: Editorial Review, Inline Annotations & SEO/GEO Release Gate
publish is Speedgrapher's unified quality and release gate. It operates in two progressive stages mirroring Speedgrapher's two-plane architecture:
- Stage A (Prose & Structural Review — All Markdown Files): Audits readability (
fog), AI-trope density (slop), static grammar/style (vale), macro-narrative flow, and bidirectional inline review comments (<!-- review: ... -->). - Stage B (Second-Plane Technical SEO, GEO & Localization — Blog Posts & Web Pages): Audits discoverability via the
seoMCP tool (doc_type: "page"or"doc"), enforces the dual-purpose frontmatter split (summaryvs.description), validates Generative Engine Optimization (GEO) signals, and guides idiomatic multi-language localization.
1. Two-Stage Review & Release Pipeline
flowchart TD
Target["Target Markdown File (.md)"] --> Comments{"Inline `<!-- review: ... -->`\nMode?"}
Comments -->|Resolve Human Comments| Resolve["Rewrite targeted paragraphs\n& remove resolved comment tags"]
Comments -->|Annotate File In-Place| Annotate["Insert `<!-- review: [Dim] ... -->`\nbelow flagged paragraphs"]
Comments -->|Standard Audit| StageA["Stage A: Prose & Narrative Audit\nRun `fog`, `slop`, `vale`"]
Resolve --> StageA
Annotate --> StageB
StageA --> StageB["Stage B: Second-Plane `seo` Gate\nRun `seo` (`page` or `doc`), GEO & Localization"]
StageB --> Output["Deliver Scorecard, Indexed Fixes\n& Release Checklist + Speedgrapher Pill"]
Whenever you review or prepare a .md file for release, always surface the deep-linked side-panel pill at the top of your response:
Open in Speedgrapher to inspect live diagnostics, inline comments, and SEO telemetry in the side pane.
2. Stage A: Prose Quality Gate & Inline Review Comments (All Markdown Files)
A. Quantitative MCP Prose Diagnostics
Run fog, slop, and vale on the target .md file using its absolute path:
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 193 lines · 138 tokens per session scan A 0ee38fe5086f
publish is a skill published in the GitHub repository danicat/speedgrapher (51 stars, last pushed 4d ago), licensed Apache-2.0. It adds 138 tokens to every session and 4,110 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-17.
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mm-web-bridge
An idea partner for a developer who discusses plans, checks current information online, and prepares self-contained tasks for Claude Code running in Windows PowerShell. It is designed for Russian-language work and mentions Telegram bots, Python, SQLite, and Railway deployment.
mm-init-project
A project setup workflow that creates a shared project record in Markdown files, including a passport, dashboard, handoff notes, and instructions for Claude.ai. Obsidian is a note-taking app that can store these files as a connected project vault.
mm-save-session
An end-of-session recorder for Claude Code that saves the conversation summary and project state in Obsidian notes. Obsidian is a note-taking app that stores information as files.
mm-handoff
A skill that creates a compact handoff.md summary for starting a new Claude chat when the current chat is full. The file records recent work, current status, open questions, and selected project context.